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KASDORF BOOKKEEPING — LLM CLASSIFIER BAKE-OFF
Started: 2026-03-09 13:30:19
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Loaded 100 test transactions

[  1/100] #3254 | 2025-02-20 | $   12.72 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Non-Discretionary:Household Essenti / - (18.8s)
                [122B ] H | Non-Discretionary:Household Essenti / - (30.4s)
                [397B ] H | Non-Discretionary:Household Essenti / - (48.1s)
           ✅ ALL AGREE: Non-Discretionary:Household Essentials:Pet Costs

[  2/100] #3255 | 2025-02-20 | $   24.65 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Non-Discretionary:Household Essenti / - (22.5s)
    [122B] JSON parse error, retrying... ({
  "category": "Non-Discretionary:Household Essentials:Pet Costs",
  "class": "",
  "confidence": ")
                [122B ] H | Non-Discretionary:Household Essenti / - (74.6s)
                [397B ] H | Non-Discretionary:Household Essenti / - (43.1s)
           ✅ ALL AGREE: Non-Discretionary:Household Essentials:Pet Costs

[  3/100] #3245 | 2025-02-24 | $   25.79 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Non-Discretionary:Household Essenti / - (21.2s)
                [122B ] H | Non-Discretionary:Household Essenti / - (30.9s)
                [397B ] M | Non-Discretionary:Household Essenti / - (40.9s)
           ✅ ALL AGREE: Non-Discretionary:Household Essentials:Pet Costs

[  4/100] #3229 | 2025-02-28 | $  127.43 | AMAZON.COM          AMZN.COM/BILL       WA
           📋 20 historical charges found
           📧 Gmail match found
                [35B  ] H | Home Spending:Household Supplies / - (22.8s)
    [122B] JSON parse error, retrying... ()
    [122B] JSON parse error, retrying... ()
                [122B ] M | Home Spending:Household Supplies / - (105.7s)
                [397B ] M | Home Spending:Household Supplies / - (38.2s)
           ✅ ALL AGREE: Home Spending:Household Supplies

[  5/100] #3224 | 2025-03-01 | $   15.88 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found
    [35B] JSON parse error, retrying... ()
                [35B  ] H | Home Spending:Household Supplies / - (38.8s)
                [122B ] H | Home Spending:Household Supplies / - (44.8s)
                [397B ] M | Home Spending:Household Supplies / - (40.4s)
           ✅ ALL AGREE: Home Spending:Household Supplies

[  6/100] #3215 | 2025-03-02 | $  165.72 | AMAZON MARKEPLACE NA PA
           📋 20 historical charges found
           📧 Gmail match found
    [35B] JSON parse error, retrying... ({
  "category": "...",
  "class": "...",
  "confidence": "...",
  "reasoning": "...",
  "needs_human)
    [35B] JSON parse error, retrying... ()
           ❌⚠️ [35B  ] L | Uncategorized Expense / - (57.1s)